integrate_psi_aw_g_quant.Rd
Pseudo regression integration for quantized
integrate_psi_aw_g_quant(
at,
av,
covars,
w_names,
pseudo_model,
g_model,
exposure,
psi_aw,
use_multinomial,
density_type
)
Training data
Validation data
Covariates using the m model
Covariates used in the g model
Pseudo regression model
Exposure density/probability model
A numeric
indicating the magnitude of the shift to be
computed for the exposure A
. This is passed to the internal
Vector of pseudo regression predictions
TRUE/FALSE whether multinomial regression is used
Type of density estimation sl or hal
A data.table
with two columns, containing estimates of the
outcome mechanism at the natural value of the exposure Q(A, W) and an
upshift of the exposure Q(A + delta, W).
Does the double integration as described in lemma 1